diff --git a/files/cv_other_tasks.md b/files/cv_other_tasks.md
index e580a44..bd55bda 100644
--- a/files/cv_other_tasks.md
+++ b/files/cv_other_tasks.md
@@ -3,9 +3,9 @@
 
 ### 2023
 
-- Semi-supervised Single-view 3D Reconstruction via Prototype Shape Priors. 
+- CoIn: Contrastive Instance Feature Mining for Outdoor 3D Object Detection with Very Limited Annotations.
   [[pdf]](https://arxiv.org/abs/2209.15383) 
-  - Zhen Xing, Hengduo Li, Zuxuan Wu, Yu-Gang Jiang, *ECCV 2022*
+  -  Qiming Xia, Jinhao Deng, Chenglu Wen, Hai Wu, Shaoshuai Shi, Xin Li, Cheng Wang , *CVPR 2023*
 
 - SVFormer: Semi-supervised Video Transformer for Action Recognition. 
   [[pdf]](https://arxiv.org/abs/2211.13222) 
@@ -61,6 +61,10 @@
 
 ### 2022
 
+- Semi-supervised Single-view 3D Reconstruction via Prototype Shape Priors. 
+  [[pdf]](https://arxiv.org/abs/2209.15383) 
+  - Zhen Xing, Hengduo Li, Zuxuan Wu, Yu-Gang Jiang, *ECCV 2022*
+
 - Category-Level 6D Object Pose Estimation in the Wild: A Semi-Supervised Learning Approach and A New Dataset.
   [[pdf]](https://papers.nips.cc/paper_files/paper/2022/hash/afe99e55be23b3523818da1fefa33494-Abstract-Conference.html)
   - Yanjie Ze, Xiaolong Wang. *Neurips 2022*
diff --git a/files/img_segmentation.md b/files/img_segmentation.md
index 87b3788..c053232 100644
--- a/files/img_segmentation.md
+++ b/files/img_segmentation.md
@@ -3,6 +3,10 @@
 
 ### 2023
 
+- Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation.
+  [[pdf]](https://ieeexplore.ieee.org/document/10005033)
+  - Linshan Wu, Leyuan Fang, Xingxin He, Min He, Jiayi Ma, and Zhun Zhong. *TPAMI 2023*
+
 - Fuzzy Positive Learning for Semi-Supervised Semantic Segmentation. 
   [[project page]](https://github.com/qpc1611094/FPL) 
   - Pengchong Qiao, Zhidan Wei, Yu Wang, Zhennan Wang, Guoli Song, Fan Xu, Xiangyang Ji, Chang Liu, and Jie Chen. *CVPR 2023*